academic-writing-skills

内容来源：README.md（说明文档） · 原始地址 · 查看安装指南

原始内容

# Academic Writing Skills for Claude Code

[中文版](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/README_CN.md)

This collection of skills grew out of my day-to-day paper-writing workflow and
has been iteratively refined over time. It may still have shortcomings or rough
edges; if needed, please fork it and adapt it yourself.

> I have recently been writing my dissertation, so I will keep improving
> `latex-thesis-zh` based on actual usage.
> Note: `paper-audit` review reports are for reference only; please verify and
> evaluate them yourself.
>
> Post-writing polish and validation for academic papers: format checks,
> bibliography search and verification, grammar analysis, de-AI editing, and
> experiment narrative review. Focused on improving existing drafts, not writing
> papers from scratch.
>
> Recommended models: **Claude Opus 4.6/fable5 · GPT 5.6 Sol Max/Xhigh · Gemini 3.1 PRO**
>
>
> Recommended platforms: **Claude Code · Codex**

## Install

Install the repository with skills:

```bash
npx skills add bahayonghang/academic-writing-skills
```

Then open Claude Code or Codex in your manuscript project and ask for the task in
natural language. The root README is only a routing guide; the authoritative
usage details live in each `SKILL.md` file and in the docs site.

## Choose A Skill


| Skill                                                                         | Use When                                                                                                                                                                                    | Main Inputs                                   | Source Of Truth                |
| ----------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------- | ------------------------------ |
| [`cover-letter`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/cover-letter/SKILL.md)               | Generate, optimize, align-check, preflight, or journal-fit-check a submission cover letter against an existing LaTeX manuscript.                                                            | `.tex`, optional `.md` or `.tex` letter draft | `cover-letter/SKILL.md`        |
| [`paper-audit`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/paper-audit/SKILL.md)                 | Run reviewer-style critique, submission gates, blocker triage, revision roadmaps, journal-style reports, or re-audits.                                                                      | `.tex`, `.typ`, `.pdf`                        | `paper-audit/SKILL.md`         |
| [`latex-paper-en`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/latex-paper-en/SKILL.md)           | Work on existing English LaTeX conference or journal papers: compile, formatting, grammar, logic, sections, references, figures, tables, pseudocode, title, translation, or de-AI polish.   | `.tex`                                        | `latex-paper-en/SKILL.md`      |
| [`latex-thesis-zh`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/latex-thesis-zh/SKILL.md)         | Work on existing Chinese LaTeX theses: compile diagnostics, GB/T 7714 references, university templates, chapter structure, terminology, logic, abstracts, titles, tables, and de-AI polish. | `.tex`                                        | `latex-thesis-zh/SKILL.md`     |
| [`typst-paper`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/typst-paper/SKILL.md)                 | Work on existing English or Chinese Typst manuscripts: compile/export diagnostics, venue formatting, references, grammar, logic, tables, pseudocode, title, translation, or de-AI polish.   | `.typ`                                        | `typst-paper/SKILL.md`         |
| [`bib-search-citation`](https://github.com/bahayonghang/academic-writing-skills/blob/HEAD/academic-writing-skills/bib-search-citation/SKILL.md) | Search, filter, preview, export, or create LaTeX/Typst citation snippets from a local BibTeX or BibLaTeX library.                                                                           | `.bib`                                        | `bib-search-citation/SKILL.md` |


Use the format-specific writing skills when you want source edits or polish. Use
`paper-audit` when you want reviewer-style diagnosis without rewriting the
source. Use `bib-search-citation` when the target is the bibliography library
itself.

## Typical Prompts

```text
Compile my English LaTeX paper with latexmk and explain the first blocking error.
```

```text
Check the introduction for logic gaps, citation stacking, and AI-like phrasing.
```

```text
Run a paper-audit gate on main.tex and separate blockers from polish issues.
```

```text
Search references.bib for recent Mamba forecasting papers with code and return LaTeX and Typst citation snippets.
```

```text
Align-check this cover letter against main.tex and report unsupported claims only.
```

## Safety And Outputs

- The skills are for improving and validating existing academic material. They
should not invent experiments, citations, policies, or unsupported claims.
- Citation keys, DOI, arXiv IDs, URLs, and local `.bib` matches are provenance
fields, not proof that a paper supports a manuscript claim.
- Online checks are optional. When current venue rules or external metadata
matter, verify them from the original source before treating them as binding.
- Source-editing suggestions should preserve LaTeX and Typst syntax and mark
required evidence as pending instead of filling it in.
- Audit and helper-script outputs may be JSON, Markdown reports, or diff-comment
style findings with severity and priority.

Example finding shape:

```latex
% <MODULE> (Line <N>) [Severity: Critical|Major|Minor] [Priority: P0|P1|P2]: <Issue summary>
% Before: <original text>
% After:  <suggested text>
% Rationale: <brief explanation>
% [PENDING VERIFICATION]: <if evidence or metrics are required>
```

## Requirements

- Python 3.10+
- `uv` for running the bundled Python helpers
- TeX Live or MiKTeX with `latexmk` and `chktex` for LaTeX workflows
- XeLaTeX plus CJK fonts for Chinese LaTeX documents
- Typst CLI for Typst workflows
- `pdfplumber` for PDF-oriented audit workflows
- Node.js and npm or `just` only when building the docs site locally

## Repository Layout

```text
academic-writing-skills/
├── academic-writing-skills/
│   └── <skill>/
│       ├── SKILL.md          # Skill entrypoint, triggers, routing, contracts
│       ├── scripts/          # Optional executable helpers
│       ├── references/       # Optional source-of-truth guidance
│       ├── examples/         # Optional example prompts or workflows
│       ├── templates/        # Optional output templates
│       ├── evals/            # Optional evaluation cases
│       └── agents/           # Optional agent metadata
├── docs/                     # Documentation site
├── tests/                    # Pytest coverage for contracts and helpers
├── ref/                      # Supporting reference repositories or material
├── .trellis/                 # Project workflow and guidance
├── README.md
└── README_CN.md
```

Do not rely on the root README for module internals. Open the relevant
`SKILL.md`, `references/`, and docs page when a workflow needs exact routing,
flags, or output contracts.

## Documentation

Full documentation is in [`docs/`](https://github.com/bahayonghang/academic-writing-skills/tree/HEAD/docs/) and [`docs/zh/`](https://github.com/bahayonghang/academic-writing-skills/tree/HEAD/docs/zh/).

Run locally:

```bash
just docs
```

Build the static site:

```bash
just doc-build
```

## Contributing

Issues and pull requests are welcome. Keep changes scoped to the relevant skill,
update tests or docs when behavior changes, and run `just ci` before submitting
when feasible.

## License

Academic Use Only — Not for commercial use.

Academic Writing Skills for Claude Code

中文版

This collection of skills grew out of my day-to-day paper-writing workflow and has been iteratively refined over time. It may still have shortcomings or rough edges; if needed, please fork it and adapt it yourself.

I have recently been writing my dissertation, so I will keep improving latex-thesis-zh based on actual usage. Note: paper-audit review reports are for reference only; please verify and evaluate them yourself.

Post-writing polish and validation for academic papers: format checks, bibliography search and verification, grammar analysis, de-AI editing, and experiment narrative review. Focused on improving existing drafts, not writing papers from scratch.

Recommended models: Claude Opus 4.6/fable5 · GPT 5.6 Sol Max/Xhigh · Gemini 3.1 PRO

Recommended platforms: Claude Code · Codex

Install

Install the repository with skills:

npx skills add bahayonghang/academic-writing-skills

Then open Claude Code or Codex in your manuscript project and ask for the task in natural language. The root README is only a routing guide; the authoritative usage details live in each SKILL.md file and in the docs site.

Choose A Skill

Skill	Use When	Main Inputs	Source Of Truth
`cover-letter`	Generate, optimize, align-check, preflight, or journal-fit-check a submission cover letter against an existing LaTeX manuscript.	`.tex`, optional `.md` or `.tex` letter draft	`cover-letter/SKILL.md`
`paper-audit`	Run reviewer-style critique, submission gates, blocker triage, revision roadmaps, journal-style reports, or re-audits.	`.tex`, `.typ`, `.pdf`	`paper-audit/SKILL.md`
`latex-paper-en`	Work on existing English LaTeX conference or journal papers: compile, formatting, grammar, logic, sections, references, figures, tables, pseudocode, title, translation, or de-AI polish.	`.tex`	`latex-paper-en/SKILL.md`
`latex-thesis-zh`	Work on existing Chinese LaTeX theses: compile diagnostics, GB/T 7714 references, university templates, chapter structure, terminology, logic, abstracts, titles, tables, and de-AI polish.	`.tex`	`latex-thesis-zh/SKILL.md`
`typst-paper`	Work on existing English or Chinese Typst manuscripts: compile/export diagnostics, venue formatting, references, grammar, logic, tables, pseudocode, title, translation, or de-AI polish.	`.typ`	`typst-paper/SKILL.md`
`bib-search-citation`	Search, filter, preview, export, or create LaTeX/Typst citation snippets from a local BibTeX or BibLaTeX library.	`.bib`	`bib-search-citation/SKILL.md`

Use the format-specific writing skills when you want source edits or polish. Use paper-audit when you want reviewer-style diagnosis without rewriting the source. Use bib-search-citation when the target is the bibliography library itself.

Typical Prompts

Compile my English LaTeX paper with latexmk and explain the first blocking error.

Check the introduction for logic gaps, citation stacking, and AI-like phrasing.

Run a paper-audit gate on main.tex and separate blockers from polish issues.

Search references.bib for recent Mamba forecasting papers with code and return LaTeX and Typst citation snippets.

Align-check this cover letter against main.tex and report unsupported claims only.

Safety And Outputs

The skills are for improving and validating existing academic material. They should not invent experiments, citations, policies, or unsupported claims.
Citation keys, DOI, arXiv IDs, URLs, and local .bib matches are provenance fields, not proof that a paper supports a manuscript claim.
Online checks are optional. When current venue rules or external metadata matter, verify them from the original source before treating them as binding.
Source-editing suggestions should preserve LaTeX and Typst syntax and mark required evidence as pending instead of filling it in.
Audit and helper-script outputs may be JSON, Markdown reports, or diff-comment style findings with severity and priority.

Example finding shape:

% <MODULE> (Line <N>) [Severity: Critical|Major|Minor] [Priority: P0|P1|P2]: <Issue summary>
% Before: <original text>
% After:  <suggested text>
% Rationale: <brief explanation>
% [PENDING VERIFICATION]: <if evidence or metrics are required>

Requirements

Python 3.10+
uv for running the bundled Python helpers
TeX Live or MiKTeX with latexmk and chktex for LaTeX workflows
XeLaTeX plus CJK fonts for Chinese LaTeX documents
Typst CLI for Typst workflows
pdfplumber for PDF-oriented audit workflows
Node.js and npm or just only when building the docs site locally

Repository Layout

academic-writing-skills/
├── academic-writing-skills/
│   └── <skill>/
│       ├── SKILL.md          # Skill entrypoint, triggers, routing, contracts
│       ├── scripts/          # Optional executable helpers
│       ├── references/       # Optional source-of-truth guidance
│       ├── examples/         # Optional example prompts or workflows
│       ├── templates/        # Optional output templates
│       ├── evals/            # Optional evaluation cases
│       └── agents/           # Optional agent metadata
├── docs/                     # Documentation site
├── tests/                    # Pytest coverage for contracts and helpers
├── ref/                      # Supporting reference repositories or material
├── .trellis/                 # Project workflow and guidance
├── README.md
└── README_CN.md

Do not rely on the root README for module internals. Open the relevant SKILL.md, references/, and docs page when a workflow needs exact routing, flags, or output contracts.

Documentation

Full documentation is in docs/ and docs/zh/.

Run locally:

just docs

Build the static site:

just doc-build

Contributing

Issues and pull requests are welcome. Keep changes scoped to the relevant skill, update tests or docs when behavior changes, and run just ci before submitting when feasible.

License

Academic Use Only — Not for commercial use.